Concepedia

Yi Lin

YL

Statistics

Publications

38

Citations

13.9K

H-Index

27

Active since

2000

Affiliations

University of Wisconsin–Madison(Current)

Tongji University

State Key Laboratory of Remote Sensing Science

Georgia Institute of Technology

University of Stuttgart

Yi Lin is an author at University of Wisconsin–Madison specializing in optimization, computing, and biostatistics.

Publications per year

2000–2025

38

Publications

38

Model Selection and Estimation in Regression with Grouped Variables

Ming Yuan, Yi Lin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 7.5K citations · Full text

Business, Biostatistics, Optimization +11

Model selection and estimation in the Gaussian graphical model

Ming Yuan, Yi Lin · Biometrika · 2007 · 1.7K citations

Natural Sciences, Biostatistics, Bayesian Data Analysis +15

Multicategory Support Vector Machines

Yoonkyung Lee, Yi Lin, Grace Wahba · Journal of the American Statistical Association · 2004 · 754 citations

Computing, Computer Science, Data Mining +14

Component selection and smoothing in multivariate nonparametric regression

Yi Lin, Hao Helen Zhang · The Annals of Statistics · 2006 · 576 citations · Full text

Computing, Mathematics, Machine Learning +12

Random Forests and Adaptive Nearest Neighbors

Yi Lin, Yongho Jeon · Journal of the American Statistical Association · 2006 · 523 citations

Computing, Computer Science, Data Mining +13

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